1 code implementation • 20 Dec 2023 • Tonmoy Hossain, Miaomiao Zhang
In this paper, we propose a novel model, Multimodal Geometric Augmentation (MGAug), that for the first time generates augmenting transformations in a multimodal latent space of geometric deformations.
no code implementations • 6 Sep 2023 • Nivetha Jayakumar, Tonmoy Hossain, Miaomiao Zhang
In this paper, we propose a shape-aware network based on diffusion models for 3D image reconstruction, named SADIR, to address these issues.
no code implementations • 27 Feb 2023 • Tonmoy Hossain, Zoraiz Qureshi, Nivetha Jayakumar, Thomas Eluvathingal Muttikkal, Sohil Patel, David Schiff, Miaomiao Zhang, Bijoy Kundu
3D parametric PET Ki (from dPET), traditional static PET standardized uptake values (SUV), and also the brain tumor MR voxels formed the input for the CNN.
no code implementations • international conference on advances in science, engineering and robotics technology (ICASERT) 2019 • Tonmoy Hossain, Fairuz Shadmani Shishir, Mohsena Ashraf, MD Abdullah Al Nasim, Faisal Muhammad Shah
In this paper, we proposed a method to extract brain tumor from 2D Magnetic Resonance brain Images (MRI) by Fuzzy C-Means clustering algorithm which was followed by traditional classifiers and convolutional neural network.